Describe the bug

As a AWS CDK user for EKS, I want build out a managed node group with a mix of G5/G6/G6e instance types.

This is not possible with the current isGpuInstanceType check for managed node groups (here | architecture mapping here). When I specify instance types of both G5 and G6, I receive an error of instanceTypes of different architectures is not allowed due to G6/G6e not existing in the knownGpuInstanceTypes.

Additionally, there is currently no instance class setup currently in the EC2 package for G6e instances: https://github.com/aws/aws-cdk/blob/main/packages/aws-cdk-lib/aws-ec2/lib/instance-types.ts

Regression Issue

• Select this option if this issue appears to be a regression.

Last Known Working CDK Version

No response

Expected Behavior

I expect to be able to build a managed node group with both G5/G6/G6e instance classes due to the architectures being compatible.

Current Behavior

The error 'instanceTypes of different architectures is not allowed is being thrown.

I cannot reference a G6e instance class.

Reproduction Steps

Create a managed node group with instance types from a mix of G5/G6 instance families and will see the error above.
Try to reference the G6e instance class - it does not exist.

Possible Solution

To fix the G5/G6 issue:

• Add InstanceClass.G6 to the list of knowGpuInstanceTypes: https://github.com/aws/aws-cdk/blob/main/packages/aws-cdk-lib/aws-eks/lib/managed-nodegroup.ts#L607

To enable G6e instance types and get those compatible as recognized GPU instance types:

• Setup a new InstanceClass of G6E for EC2: https://github.com/aws/aws-cdk/blob/main/packages/aws-cdk-lib/aws-ec2/lib/instance-types.ts
• Use that to add InstanceClass.G6E to the list of knowGpuInstanceTypes: https://github.com/aws/aws-cdk/blob/main/packages/aws-cdk-lib/aws-eks/lib/managed-nodegroup.ts#L607

Additional Information/Context

Happy to open a PR to handle this - just wanted to get the discussion going

CDK CLI Version

2.156.0

Framework Version

No response

Node.js Version

20.17.0

OS

macOS 14.6.1

Language

TypeScript

Language Version

Version 5.5.4

Other information

No response